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Monitoring therapeutic efficacy of decompressive craniotomy in space occupying cerebellar infarcts using brain-stem auditory evoked potentials

Electroencephalography and clinical neurophysiology, 1993-07, Vol.88 (4), p.261-270

1993

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Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge

Medical image analysis, 2022-11, Vol.82, p.102605-102605, Article 102605

2022

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λ = 2.4 to 5 μ m spectroscopy with the James Webb Space Telescope NIRCam instrument

Journal of astronomical telescopes, instruments, and systems, 2017-07, Vol.3 (3), p.35001

2017

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Multi-task Federated Learning for Heterogeneous Pancreas Segmentation

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, p.101-110

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ViTBIS: Vision Transformer for Biomedical Image Segmentation

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, p.34-45

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On the Fairness of Swarm Learning in Skin Lesion Classification

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, p.120-129

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Attention-Guided Pancreatic Duct Segmentation from Abdominal CT Volumes

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, p.46-55

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TMJOAI: An Artificial Web-Based Intelligence Tool for Early Diagnosis of the Temporomandibular Joint Osteoarthritis

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, 2021-01, p.78-87

2021

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Towards Real-World Federated Learning in Medical Image Analysis Using Kaapana

Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, p.130-140

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Defending Medical Image Diagnostics Against Privacy Attacks Using Generative Methods: Application to Retinal Diagnostics

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, p.174-187

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Bayesian Graph Neural Networks for EEG-Based Emotion Recognition

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, p.24-33

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The Role of Pleura and Adipose in Lung Ultrasound AI

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, p.141-149

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Federated Learning in the Cloud for Analysis of Medical Images - Experience with Open Source Frameworks

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, p.111-119

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Generation of Patient-Specific, Ligamentoskeletal, Finite Element Meshes for Scoliosis Correction Planning

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, p.13-23

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Development of the Next Generation Hand-Held Doppler with Waveform Phasicity Predictive Capabilities Using Deep Learning

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, p.56-67

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Intestine Segmentation with Small Computational Cost for Diagnosis Assistance of Ileus and Intestinal Obstruction

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, p.3-12

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DuCN: Dual-Children Network for Medical Diagnosis and Similar Case Recommendation Towards COVID-19

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, p.150-159

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COVID-19 Infection Segmentation from Chest CT Images Based on Scale Uncertainty

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, p.88-97

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Learning from Mistakes: An Error-Driven Mechanism to Improve Segmentation Performance Based on Expert Feedback

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, p.68-77

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Data Imputation and Reconstruction of Distributed Parkinson’s Disease Clinical Assessments: A Comparative Evaluation of Two Aggregation Algorithms

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, p.163-173

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Lessons Learned from the Development and Application of Medical Imaging-Based AI Technologies for Combating COVID-19: Why Discuss, What Next

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, p.133-140

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Origins Space Telescope: trades and decisions leading to the baseline mission concept

Journal of astronomical telescopes, instruments, and systems, 2021-01, Vol.7 (1)

2021

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Discerning nonstationarity from nonlinearity in seizure-free and preseizure EEG recordings from epilepsy patients

IEEE transactions on biomedical engineering, 2003-05, Vol.50 (5), p.634-639

2003

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Seizure prediction by nonlinear EEG analysis

IEEE engineering in medicine and biology magazine, 2003-01, Vol.22 (1), p.57-63

2003

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Monitoring therapeutic efficacy of decompressive craniotomy in space occupying cerebellar infarcts using brain-stem auditory evoked potentials

Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge

λ = 2.4 to 5 μ m spectroscopy with the James Webb Space Telescope NIRCam instrument

Multi-task Federated Learning for Heterogeneous Pancreas Segmentation

ViTBIS: Vision Transformer for Biomedical Image Segmentation

On the Fairness of Swarm Learning in Skin Lesion Classification

Attention-Guided Pancreatic Duct Segmentation from Abdominal CT Volumes

TMJOAI: An Artificial Web-Based Intelligence Tool for Early Diagnosis of the Temporomandibular Joint Osteoarthritis

Towards Real-World Federated Learning in Medical Image Analysis Using Kaapana

Defending Medical Image Diagnostics Against Privacy Attacks Using Generative Methods: Application to Retinal Diagnostics

Bayesian Graph Neural Networks for EEG-Based Emotion Recognition

The Role of Pleura and Adipose in Lung Ultrasound AI

Federated Learning in the Cloud for Analysis of Medical Images - Experience with Open Source Frameworks

Generation of Patient-Specific, Ligamentoskeletal, Finite Element Meshes for Scoliosis Correction Planning

Development of the Next Generation Hand-Held Doppler with Waveform Phasicity Predictive Capabilities Using Deep Learning

Intestine Segmentation with Small Computational Cost for Diagnosis Assistance of Ileus and Intestinal Obstruction

DuCN: Dual-Children Network for Medical Diagnosis and Similar Case Recommendation Towards COVID-19

COVID-19 Infection Segmentation from Chest CT Images Based on Scale Uncertainty

Learning from Mistakes: An Error-Driven Mechanism to Improve Segmentation Performance Based on Expert Feedback

Data Imputation and Reconstruction of Distributed Parkinson’s Disease Clinical Assessments: A Comparative Evaluation of Two Aggregation Algorithms

Lessons Learned from the Development and Application of Medical Imaging-Based AI Technologies for Combating COVID-19: Why Discuss, What Next

Origins Space Telescope: trades and decisions leading to the baseline mission concept

Discerning nonstationarity from nonlinearity in seizure-free and preseizure EEG recordings from epilepsy patients

Seizure prediction by nonlinear EEG analysis

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